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13th International Conference on Membrane Computing - MTA Sztaki

13th International Conference on Membrane Computing - MTA Sztaki

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<str<strong>on</strong>g>13th</str<strong>on</strong>g> <str<strong>on</strong>g>Internati<strong>on</strong>al</str<strong>on</strong>g> <str<strong>on</strong>g>C<strong>on</strong>ference</str<strong>on</strong>g> <strong>on</strong> <strong>Membrane</strong> <strong>Computing</strong>, CMC13,<br />

Budapest, Hungary, August 28 - 31, 2012. Proceedings, pages 115 - 124.<br />

One-<strong>Membrane</strong> Symport P Systems with Few<br />

Extra Symbols<br />

Artiom Alhazov 1,2 and Yurii Rogozhin 2<br />

1 Università degli Studi di Milano-Bicocca<br />

Dipartimento di Informatica, Sistemistica e Comunicazi<strong>on</strong>e<br />

Viale Sarca 336, 20126 Milano, Italy<br />

E-mail: artiom.alhazov@unimib.it<br />

2 Institute of Mathematics and Computer Science<br />

Academy of Sciences of Moldova<br />

Academiei 5, Chişinău MD-2028 Moldova<br />

E-mail: {artiom,rogozhin}@math.md<br />

Abstract. <strong>Membrane</strong> systems (with symbol objects) are formal models<br />

of distributed parallel multiset processing. Symport rules move multiple<br />

objects to a neighboring regi<strong>on</strong>. It is known that for P systems with<br />

symport rules of weight at most 3 and a single membrane, 7 superfluous<br />

symbols are enough for computati<strong>on</strong>al completeness, and 1 is necessary.<br />

We improve the lower bounds <strong>on</strong> the generative power of P systems with<br />

symport of weight bounded by 3 and 4, in particular establishing that 6<br />

and 2 extra symbols suffice, respectively.<br />

1 Introducti<strong>on</strong><br />

<strong>Membrane</strong> systems (with symbol objects) are formal models of distributed parallel<br />

multiset processing. Symport rules move predefined groups objects to a<br />

neighboring regi<strong>on</strong> [7]. In the maximally parallel mode (typical for membrane<br />

computing), this al<strong>on</strong>e is sufficient to c<strong>on</strong>struct a computati<strong>on</strong>ally universal device,<br />

as l<strong>on</strong>g as the envir<strong>on</strong>ment may c<strong>on</strong>tain an unbounded supply of some<br />

objects. The number of symbols specified in a symport rule is called its weight.<br />

The result of a computati<strong>on</strong> is the total number of objects when the system<br />

halts. In some cases, however, for technical reas<strong>on</strong>s the desired result may <strong>on</strong>ly<br />

be obtained al<strong>on</strong>gside a small number of superfluous objects in the output regi<strong>on</strong>.<br />

There were multiple papers improving the results <strong>on</strong> P systems with symport/antiport<br />

of small weight (an antiport rule moves objects between 2 regi<strong>on</strong>s<br />

in both directi<strong>on</strong>s, and its weight is the maximum of objects per directi<strong>on</strong>), see<br />

[5] for a survey of results. Computati<strong>on</strong>al completeness is achieved even for minimal<br />

cooperati<strong>on</strong>: either symport/antiport of weight 1, or symport of weight at<br />

most 2. This holds for 2 membranes, without superfluous objects if the output is<br />

c<strong>on</strong>sidered in the skin, or with 1 superfluous object under the classical assumpti<strong>on</strong><br />

of the output in the elementary membrane. In the tissue case, the accepting<br />

systems can even be made deterministic.<br />

115

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